Beyond REM: A New Approach to the Use of Image Classifiers for the Management of 6G Networks
Eduardo Baena,
Sergio Fortes,
Francisco Muro
et al.
Abstract:The management of cellular networks, particularly within the environment rapidly advancing to 6G, presents considerable challenges due to the highly dynamic radio environment. Traditional tools such as Radio Environment Maps (REMs) have proven inadequate for real-time network changes, underlining the need for more sophisticated solutions. In response to these challenges, this work introduces a novel approach that harnesses the unprecedented power of state-of-the-art image classifiers for network management. Th… Show more
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